A regression-based composite of existing image-quality and trainability metrics, called SDQM, correlates with YOLOv11 mAP (r=0.87 on one split; 0.78±0.09 k-fold) on three synthetic-to-real detection benchmarks.
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SDQM: Synthetic Data Quality Metric for Object Detection Dataset Evaluation
A regression-based composite of existing image-quality and trainability metrics, called SDQM, correlates with YOLOv11 mAP (r=0.87 on one split; 0.78±0.09 k-fold) on three synthetic-to-real detection benchmarks.